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Metabolome plasticity in 241 Arabidopsis thaliana accessions reveals evolutionary cold adaptation processes

Acclimation and adaptation of metabolism to a changing environment are key processes for plant survival and reproductive success. In the present study, 241 natural accessions of Arabidopsis (Arabidopsis thaliana) were grown under two different temperature regimes, 16 °C and 6 °C, and growth paramete...

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Autores principales: Weiszmann, Jakob, Walther, Dirk, Clauw, Pieter, Back, Georg, Gunis, Joanna, Reichardt, Ilka, Koemeda, Stefanie, Jez, Jakub, Nordborg, Magnus, Schwarzerova, Jana, Pierides, Iro, Nägele, Thomas, Weckwerth, Wolfram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10517190/
https://www.ncbi.nlm.nih.gov/pubmed/37220420
http://dx.doi.org/10.1093/plphys/kiad298
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author Weiszmann, Jakob
Walther, Dirk
Clauw, Pieter
Back, Georg
Gunis, Joanna
Reichardt, Ilka
Koemeda, Stefanie
Jez, Jakub
Nordborg, Magnus
Schwarzerova, Jana
Pierides, Iro
Nägele, Thomas
Weckwerth, Wolfram
author_facet Weiszmann, Jakob
Walther, Dirk
Clauw, Pieter
Back, Georg
Gunis, Joanna
Reichardt, Ilka
Koemeda, Stefanie
Jez, Jakub
Nordborg, Magnus
Schwarzerova, Jana
Pierides, Iro
Nägele, Thomas
Weckwerth, Wolfram
author_sort Weiszmann, Jakob
collection PubMed
description Acclimation and adaptation of metabolism to a changing environment are key processes for plant survival and reproductive success. In the present study, 241 natural accessions of Arabidopsis (Arabidopsis thaliana) were grown under two different temperature regimes, 16 °C and 6 °C, and growth parameters were recorded, together with metabolite profiles, to investigate the natural genome × environment effects on metabolome variation. The plasticity of metabolism, which was captured by metabolic distance measures, varied considerably between accessions. Both relative growth rates and metabolic distances were predictable by the underlying natural genetic variation of accessions. Applying machine learning methods, climatic variables of the original growth habitats were tested for their predictive power of natural metabolic variation among accessions. We found specifically habitat temperature during the first quarter of the year to be the best predictor of the plasticity of primary metabolism, indicating habitat temperature as the causal driver of evolutionary cold adaptation processes. Analyses of epigenome- and genome-wide associations revealed accession-specific differential DNA-methylation levels as potentially linked to the metabolome and identified FUMARASE2 as strongly associated with cold adaptation in Arabidopsis accessions. These findings were supported by calculations of the biochemical Jacobian matrix based on variance and covariance of metabolomics data, which revealed that growth under low temperatures most substantially affects the accession-specific plasticity of fumarate and sugar metabolism. Our findings indicate that the plasticity of metabolic regulation is predictable from the genome and epigenome and driven evolutionarily by Arabidopsis growth habitats.
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spelling pubmed-105171902023-09-24 Metabolome plasticity in 241 Arabidopsis thaliana accessions reveals evolutionary cold adaptation processes Weiszmann, Jakob Walther, Dirk Clauw, Pieter Back, Georg Gunis, Joanna Reichardt, Ilka Koemeda, Stefanie Jez, Jakub Nordborg, Magnus Schwarzerova, Jana Pierides, Iro Nägele, Thomas Weckwerth, Wolfram Plant Physiol Research Article Acclimation and adaptation of metabolism to a changing environment are key processes for plant survival and reproductive success. In the present study, 241 natural accessions of Arabidopsis (Arabidopsis thaliana) were grown under two different temperature regimes, 16 °C and 6 °C, and growth parameters were recorded, together with metabolite profiles, to investigate the natural genome × environment effects on metabolome variation. The plasticity of metabolism, which was captured by metabolic distance measures, varied considerably between accessions. Both relative growth rates and metabolic distances were predictable by the underlying natural genetic variation of accessions. Applying machine learning methods, climatic variables of the original growth habitats were tested for their predictive power of natural metabolic variation among accessions. We found specifically habitat temperature during the first quarter of the year to be the best predictor of the plasticity of primary metabolism, indicating habitat temperature as the causal driver of evolutionary cold adaptation processes. Analyses of epigenome- and genome-wide associations revealed accession-specific differential DNA-methylation levels as potentially linked to the metabolome and identified FUMARASE2 as strongly associated with cold adaptation in Arabidopsis accessions. These findings were supported by calculations of the biochemical Jacobian matrix based on variance and covariance of metabolomics data, which revealed that growth under low temperatures most substantially affects the accession-specific plasticity of fumarate and sugar metabolism. Our findings indicate that the plasticity of metabolic regulation is predictable from the genome and epigenome and driven evolutionarily by Arabidopsis growth habitats. Oxford University Press 2023-05-23 /pmc/articles/PMC10517190/ /pubmed/37220420 http://dx.doi.org/10.1093/plphys/kiad298 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of American Society of Plant Biologists. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Research Article
Weiszmann, Jakob
Walther, Dirk
Clauw, Pieter
Back, Georg
Gunis, Joanna
Reichardt, Ilka
Koemeda, Stefanie
Jez, Jakub
Nordborg, Magnus
Schwarzerova, Jana
Pierides, Iro
Nägele, Thomas
Weckwerth, Wolfram
Metabolome plasticity in 241 Arabidopsis thaliana accessions reveals evolutionary cold adaptation processes
title Metabolome plasticity in 241 Arabidopsis thaliana accessions reveals evolutionary cold adaptation processes
title_full Metabolome plasticity in 241 Arabidopsis thaliana accessions reveals evolutionary cold adaptation processes
title_fullStr Metabolome plasticity in 241 Arabidopsis thaliana accessions reveals evolutionary cold adaptation processes
title_full_unstemmed Metabolome plasticity in 241 Arabidopsis thaliana accessions reveals evolutionary cold adaptation processes
title_short Metabolome plasticity in 241 Arabidopsis thaliana accessions reveals evolutionary cold adaptation processes
title_sort metabolome plasticity in 241 arabidopsis thaliana accessions reveals evolutionary cold adaptation processes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10517190/
https://www.ncbi.nlm.nih.gov/pubmed/37220420
http://dx.doi.org/10.1093/plphys/kiad298
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